基于数据与知识驱动的间歇过程成品质量智能控制方法的研究及应用

61873049
2018
F0310.人工智能驱动的自动化
贾润达
面上项目
副教授
东北大学
66万元
质量控制;智能控制;数据与知识驱动;湿法冶金;间歇过程
2019-01-01到2022-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 基于改进近端策略优化算法的草酸钴合成过程优化 期刊论文 贾润达;宁文彬;何大阔;褚菲;王福利
2 Safety control modeling method based on Bayesian network transfer learning for the thickening process of gold hydrometallurgy 期刊论文 Li Hui;Wang Fuli;Li Hongru;Wang Qingkai
3 基于Frobenius和L2,1范数的多输出宽度学习系统 期刊论文 褚菲;卢新宇;苏嘉铭;王雪松;马小平
4 数据驱动的湿法冶金过程智能优化控制关键技术及应用 奖励 褚菲;贾润达;杨海江;李康;王夕亭;马小平
5 Data-driven-based self-healing control of abnormal feeding conditions in thickening-dewatering process 期刊论文 Jia Runda;Zhang Bin;He Dakuo;Mao Zhizhong;Chu Fei
6 Hierarchical batch-to-batch optimization of cobalt oxalate synthesis process based on data-driven model 期刊论文 Runda Jia;Zhizhong Mao;Dakuo He;Fei Chu
7 基于ISDAE模型的复杂工业过程运行状态评价方法及应用 期刊论文 褚菲;傅逸灵;赵旭;王佩;尚超;王福利
8 Process feature change recognition based on model performance monitoring and adaptive model correction for the gold cyanidation leaching process 期刊论文 Dakuo He;Zhengsong Wang;Qing Liu;Jiahui Shi;Le Yang;Qingkai Wang;Jianjun Zhao
9 Multi‐stage economic model predictive control for a gold cyanidation leaching process under uncertainty 期刊论文 Runda Jia;Fengqi You
10 Ensemble regularized local finite impulse response models and soft sensor application in nonlinear dynamic industrial processes 期刊论文 Xiaolong Chen;Zhizhong Mao;Runda Jia;Shuning Zhang
11 Optimal control of flotation industrial process using model-based reinforcement learning 会议论文 Runda Jia;Xuli Chen;Jun Zheng;Gang Yu
12 A Process Transfer Model-based Optimal Compensation Control Strategy for Batch Process Using Just-in-Time Learning and Trust Region Method. 期刊论文 Fei Chu;Xiang Cheng;Chuang Peng;Runda Jia;Tao Chen;Qinglai Wei
13 Disturbance-Observer-Based Adaptive Fuzzy Control for Strict-Feedback Switched Nonlinear Systems With Input Delay 期刊论文 Qiang Zhang;Dakuo He
14 一种基于优化原则的湿法冶金异常控制方法 专利 毛志忠;李荟;李鸿儒;王福利;贾润达;常玉清;牛大鹏
15 Gold Recovery Modeling Based on Interval Prediction for a Gold Cyanidation Leaching Plant 期刊论文 Jun Zhang;Hua Yan;Hongxia Yu;Zhongda Tian;Runda Jia
16 Abnormal condition identification modeling method based on Bayesian network parameters transfer learning for the electro-fused magnesia smelting process 期刊论文 Ping Yuan;Yufeng Sun;Hui Li;Fuli Wang;Hongru Li
17 A selection hyper-heuristic algorithm for multi-objective dynamic economic and environmental load dispatch 期刊论文 Le Yang;Dakuo He;Bo Li
18 Transfer learning for batch process optimal control using LV-PTM and adaptive control strategy 期刊论文 Fei Chu;Xu Zhao;Yuan Yao;Tao Chen;Fuli Wang
19 The updating strategy for the safe control Bayesian network model under the abnormity in the thickening process of gold hydrometallurgy 期刊论文 Hui Li;Fuli Wang;Hongru Li;Xu Wang
20 Modeling Method for Performance Prediction of Centrifugal Compressor Based on Broad Learning System 会议论文 Fei Chu;Jiaming Su;Tao Liang;Xiaoping Ma;Fuli Wang
21 一种浓密脱水过程入料异常工况的自愈控制方法 专利 贾润达;张斌;张华鲁;张树磊;张卫敏
22 基于多尺度核JYMKPLS迁移模型的间歇过程产品质量的在线预测方法 期刊论文 褚菲;彭闯;贾润达;陈韬;陆宁云
23 A new multiple kernel-based regularization method for identification of delay linear dynamic systems 期刊论文 Chen Xiaolong;Mao Zhizhong;Jia Runda
24 Integrated operation optimization strategy for batch process based on process transfer model under disturbance 期刊论文 Fei Chu;Jiachen Wang;Yifeng Wang;Guowei Chai;Runda Jia;Fuli Wang
25 电熔镁炉熔炼过程异常工况识别及自愈控制方法 期刊论文 李荟;王福利;李鸿儒
26 A general data-driven nonlinear robust optimization framework based on statistic limit and principal component analysis 期刊论文 Shulei Zhang;Runda Jia;Dakuo He;Fei Chu;Zhizhong Mao
27 Integrating expert knowledge for Bayesian network structure learning based on intuitionistic fuzzy set and Genetic Algorithm 期刊论文 Hui Li;Fuli Wang;Hongru Li
28 The relationship determination between the Bayesian networks nodes based on the intuitionistic fuzzy set 期刊论文 Hui Li;Fuli Wang;Hongru Li;Xu Wang
29 Fuzzy distributional robust optimization for flotation circuit configurations based on uncertainty theories 期刊论文 Yu Liang;Dakuo He;Xinchao Su;Fuli Wang
30 A Data-Driven Iterative Optimization Compensation Method based on PJIT-PLS for Gold Cyanidation Leaching Process 期刊论文 Qing Liu;Dakuo He;Zhengsong Wang;Jiahui Shi
31 Graph auto encoder-based operation performance assessment method and its application for complex industrial process 会议论文 Lili Hao;Fei Chu;Shuangshuang Liao;Yang Xu;Fuli Wang;Xiaoping Ma
32 Multi-source domains transfer learning strategy based on similarity measurement for batch process quality prediction 期刊论文 Fei Chu;Jiachen Wang;Chuang Peng;Runda Jia;Dakuo He;Fuli Wang
33 Transfer learning for end-product quality prediction of batch processes using domain-adaption joint-Y PLS 期刊论文 Runda Jia;Shulei Zhang;Fengqi You
34 Data-Driven Nonlinear Robust Optimization for Gold Cyanidation Leaching Process 会议论文 Shulei Zhang;Runda Jia;Weimin Zhang;Hongru Chen
35 Final quality prediction method for new batch processes based on improved JYKPLS process transfer model 期刊论文 Fei Chu;Xiang Cheng;Runda Jia;Fuli Wang;Meng Lei
36 一种矿浆浓度在线实时检测装置和方法 专利 王福利;李康;何大阔;贾润达
37 一种浓密脱水工序智能协调优化方法 专利 贾润达;张华鲁;何大阔;王福利;甄子鹏
38 Optimal control of a gold cyanide leaching process based on reinforcement learning 会议论文 Jun Zheng;Runda Jia;Fei Chu
39 Data-driven tube-based model predictive control of an industrial thickener 会议论文 Runda Jia;Shulei Zhang;Zhiqi Li;Kang Li
40 数据驱动的最优运行状态鲁棒评价方法及应用 期刊论文 褚菲;赵旭;代伟;马小平;王福利
41 金选冶过程综合智能优化控制关键技术及其重要应用 奖励 何大阔;褚菲;王庆凯;贾润达;王福利;李康;余刚;常玉清;马小平;王姝;刘炎;赵露平;邹筱瑜
42 基于数据驱动的浓密-压滤过程协调优化控制 期刊论文 张华鲁;王福利;何大阔;贾润达;王庆凯
43 Transfer learning for nonlinear batch process operation optimization 期刊论文 Fei Chu;Jiachen Wang;Xu Zhao;Shuning Zhang;Tao Chen;Runda Jia;Gang Xiong
44 浓密机底流浓度、泥层高度、内部矿量软测量装置和方法 专利 何大阔;贾润达;李康;张华鲁
45 Nonlinear soft sensor development for industrial thickeners using domain transfer functional-link neural network 期刊论文 Runda Jia;Shulei Zhang;Fengqi You
46 Observer-based finite-time model reference adaptive state tracking control with actuator saturation 期刊论文 Zhiqiang Wang;Dakuo He;Qiang Zhang;Jiahui Shi
47 Data-driven adaptive quality control under uncertain conditions for a cyber-pharmaceutical-development system 期刊论文 Zhengsong Wang;Dakuo He;Yue Hou
48 Data-Driven Robust Optimization Based on Principle Component Analysis and Cutting Plane Methods 期刊论文 Shulei Zhang;Runda Jia;Dakuo He;Fei Chu
49 Clustering of copper flotation process based on the AP-GMM algorithm 期刊论文 Zhiqiang Wang;Dakuo He;Bo Li
50 基于宽度学习的浓密机底流浓度软测量 期刊论文 贾润达;胡慧明;张树磊
51 Weighted Broad Learning System and Its Application in Nonlinear Industrial Process Modeling 期刊论文 Chu Fei;Liang Tao;Chen C. L. Philip;Wang Xuesong;Ma Xiaoping
52 一种基于过程迁移模型的间歇过程最优补偿控制策略 专利 褚菲;程相;汪一峰;贾润达;张淑宁
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